{"id":"W4246059301","doi":"10.5194/acp-2021-296-rc2","title":"Comment on acp-2021-296","year":2021,"lang":"en","type":"peer-review","venue":"","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Environment and Climate Change Canada","funders":"Environment and Climate Change Canada","keywords":"Oil sands; Environmental science; Mercury (programming language); Deposition (geology); Environmental chemistry; Atmospheric sciences; Hydrology (agriculture); Chemistry; Geography; Geology; Archaeology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001518646,0.0009073297,0.0008714118,0.001007435,0.003335685,0.003873394,0.002486264,0.02472935,0.3528147],"category_scores_gemma":[0.0115626,0.0004699248,0.001330041,0.001305091,0.001515402,0.002383115,0.001835885,0.01173173,0.2923631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00338788,"about_ca_system_score_gemma":0.00396065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04569845,"about_ca_topic_score_gemma":0.04849504,"domain_scores_codex":[0.9985473,0.00009422082,0.0001068085,0.0001553317,0.0007597433,0.0003366784],"domain_scores_gemma":[0.9962494,0.0007687724,0.00012596,0.0002759413,0.001983185,0.0005967061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000164707,0.000008037528,0.00004166712,0.00002149738,9.206476e-7,0.00006458664,0.000006743368,0.000007701095,0.0000358161,0.0003461654,0.9967277,0.002722548],"study_design_scores_gemma":[0.00001389183,0.000008379576,0.000327633,0.00005138225,0.000001469594,0.00002079405,0.00003086505,0.00002765267,0.00005225372,0.0003373901,0.9991214,0.000006826074],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006836953,0.001018889,0.0005717949,0.3097265,0.2497994,0.0007787379,0.006817007,0.002880885,0.4277231],"genre_scores_gemma":[0.002586503,0.000586843,0.0003004304,0.2706138,0.02925517,0.0004201913,0.001810506,0.0005415271,0.693885],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3528147,"threshold_uncertainty_score":0.9231313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02800584865766518,"score_gpt":0.3065343948479045,"score_spread":0.2785285461902393,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}